Langchain-Chatchat vs openagent

Common questions

What is the difference between Langchain-Chatchat and openagent?

Langchain-Chatchat: Local knowledge-based LLM RAG and Agent app with Langchain. openagent: next-generation personal AI assistant powered by LLM, RAG and agent loops. See the comparison table for live GitHub stats and shared categories.

When should I choose Langchain-Chatchat over openagent?

Choose Langchain-Chatchat over openagent when Langchain-Chatchat is primarily Python; openagent is Go; Tags unique to Langchain-Chatchat: chatchat, chatglm, chatgpt, embedding; When you need a local deployment of a knowledge-based application that supports multiple language models including ChatGLM, Qwen, and Llama.

When should I choose openagent over Langchain-Chatchat?

Choose openagent over Langchain-Chatchat when openagent is primarily Go; Langchain-Chatchat is Python; Tags unique to openagent: agent, agentic-ai, agi, knowledge-base; openagent ships Docker support for self-hosted deployment; When needing advanced coding assistance, offering deep integration with the Go programming environment.

When should I avoid Langchain-Chatchat?

If you are looking for a cloud-based solution that does not require local deployment and management. When your project specifically requires a different set of language models that are not supported by Langchain-Chatchat, such as models that are not listed in its documentation. If your use case does not benefit from the integration of RAG and Agent functionalities, and you are looking for a simpler chatbot solution. When you need a solution that is tightly integrated with a specific cloud provider's services, as Langchain-Chatchat is designed for local deployment and may not offer the same level of integration.

When should I avoid openagent?

If looking for broader language support beyond the focus on Go, as openagent may not cater to other programming languages or frameworks as seamlessly In environments where real-time performance is critical, as its reliance on LLM and RAG might introduce latency

Is Langchain-Chatchat or openagent more popular on GitHub?

Langchain-Chatchat has more GitHub stars (38,644 vs 5,628). Stars measure visibility, not whether either tool fits your constraints.

Are Langchain-Chatchat and openagent open source?

Yes - both are open-source projects on GitHub (Langchain-Chatchat: Apache-2.0, openagent: Apache-2.0).

Where can I find alternatives to Langchain-Chatchat or openagent?

GraphCanon lists graph-backed alternatives at Langchain-Chatchat alternatives and openagent alternatives (Langchain-Chatchat markdown twin, openagent markdown twin), ranked by typed relationship edges rather than popularity votes.

Is there a machine-readable version of this comparison?

Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.

Which is better maintained, Langchain-Chatchat or openagent?

Langchain-Chatchat: Slowing. openagent: Very active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.

Where are the full trust reports for Langchain-Chatchat and openagent?

GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: Langchain-Chatchat trust report; openagent trust report.